Overview

Dataset statistics

Number of variables87
Number of observations1000
Missing cells44054
Missing cells (%)50.6%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory679.8 KiB
Average record size in memory696.1 B

Variable types

NUM33
CAT25
UNSUPPORTED15
BOOL14

Warnings

hemizygous has constant value "1000" Constant
HomFLD is highly correlated with FLDHigh correlation
FLD is highly correlated with HomFLDHigh correlation
n_AB is highly correlated with nMinorAllele and 1 other fieldsHigh correlation
nMinorAllele is highly correlated with n_AB and 1 other fieldsHigh correlation
n_BB is highly correlated with n_AAHigh correlation
n_AA is highly correlated with n_BBHigh correlation
n_NC is highly correlated with CR and 11 other fieldsHigh correlation
CR is highly correlated with n_NC and 11 other fieldsHigh correlation
AA.varY is highly correlated with AA.varX and 1 other fieldsHigh correlation
AA.varX is highly correlated with AA.varY and 1 other fieldsHigh correlation
AB.meanY is highly correlated with AA.meanY and 1 other fieldsHigh correlation
AA.meanY is highly correlated with AB.meanY and 1 other fieldsHigh correlation
BB.meanY is highly correlated with AA.meanY and 1 other fieldsHigh correlation
BB.varY is highly correlated with BB.varX and 1 other fieldsHigh correlation
BB.varX is highly correlated with BB.varY and 1 other fieldsHigh correlation
AA.varX.Z is highly correlated with AA.varXHigh correlation
AA.varY.Z is highly correlated with AA.varYHigh correlation
AB.varX.Z is highly correlated with AB.varXHigh correlation
AB.varX is highly correlated with AB.varX.ZHigh correlation
AB.varY.Z is highly correlated with AB.varYHigh correlation
AB.varY is highly correlated with AB.varY.ZHigh correlation
BB.varX.Z is highly correlated with BB.varXHigh correlation
BB.varY.Z is highly correlated with BB.varYHigh correlation
MinorAlleleFrequency is highly correlated with nMinorAllele and 1 other fieldsHigh correlation
nCalls is highly correlated with df_index and 15 other fieldsHigh correlation
df_index is highly correlated with nCalls and 10 other fieldsHigh correlation
Nclus is highly correlated with nCalls and 10 other fieldsHigh correlation
BestProbeset is highly correlated with nCalls and 10 other fieldsHigh correlation
BestandRecommended is highly correlated with nCalls and 10 other fieldsHigh correlation
count_ma_C is highly correlated with df_index and 15 other fieldsHigh correlation
nAllelesDetected is highly correlated with df_index and 15 other fieldsHigh correlation
NHetClus is highly correlated with df_index and 15 other fieldsHigh correlation
nMajorAlleles is highly correlated with df_index and 15 other fieldsHigh correlation
nMinorAlleles is highly correlated with df_index and 15 other fieldsHigh correlation
MAFall is highly correlated with df_index and 15 other fieldsHigh correlation
HomCount is highly correlated with df_index and 15 other fieldsHigh correlation
MajorHomCount is highly correlated with df_index and 15 other fieldsHigh correlation
HomMMA is highly correlated with df_index and 15 other fieldsHigh correlation
HomRO_MA is highly correlated with df_index and 15 other fieldsHigh correlation
multi_snp_id has 997 (99.7%) missing values Missing
FLD has 82 (8.2%) missing values Missing
HomFLD has 723 (72.3%) missing values Missing
HomFLD_hap has 1000 (100.0%) missing values Missing
HetSO has 63 (6.3%) missing values Missing
HomRO_hap has 1000 (100.0%) missing values Missing
AA.meanX has 16 (1.6%) missing values Missing
AA.meanY has 16 (1.6%) missing values Missing
BB.meanX has 14 (1.4%) missing values Missing
BB.meanY has 14 (1.4%) missing values Missing
A.meanX has 1000 (100.0%) missing values Missing
A.meanY has 1000 (100.0%) missing values Missing
B.meanX has 1000 (100.0%) missing values Missing
B.meanY has 1000 (100.0%) missing values Missing
CN0.meanX has 1000 (100.0%) missing values Missing
CN0.meanY has 1000 (100.0%) missing values Missing
NC.meanX has 1000 (100.0%) missing values Missing
NC.meanY has 1000 (100.0%) missing values Missing
AA.varX.Z has 747 (74.7%) missing values Missing
AA.varY.Z has 747 (74.7%) missing values Missing
AB.varX.Z has 747 (74.7%) missing values Missing
AB.varY.Z has 747 (74.7%) missing values Missing
BB.varX.Z has 747 (74.7%) missing values Missing
BB.varY.Z has 747 (74.7%) missing values Missing
MMD has 722 (72.2%) missing values Missing
H.W.chisquared.statistic has 916 (91.6%) missing values Missing
nSamples has 998 (99.8%) missing values Missing
nCalls has 998 (99.8%) missing values Missing
count_ma_A has 1000 (100.0%) missing values Missing
count_ma_B has 999 (99.9%) missing values Missing
count_ma_C has 998 (99.8%) missing values Missing
count_ma_D has 1000 (100.0%) missing values Missing
count_ma_E has 1000 (100.0%) missing values Missing
count_ma_F has 1000 (100.0%) missing values Missing
nAllelesTested has 998 (99.8%) missing values Missing
nAllelesDetected has 998 (99.8%) missing values Missing
NHetClus has 998 (99.8%) missing values Missing
nMajorAlleles has 998 (99.8%) missing values Missing
maxMinorAllele has 999 (99.9%) missing values Missing
nMinorAlleles has 998 (99.8%) missing values Missing
MAFall has 998 (99.8%) missing values Missing
MAFmax has 999 (99.9%) missing values Missing
HomCount has 998 (99.8%) missing values Missing
MajorHomCount has 998 (99.8%) missing values Missing
MinorHomCount has 998 (99.8%) missing values Missing
HetCount has 999 (99.9%) missing values Missing
HomMMA has 998 (99.8%) missing values Missing
FLD_MA has 999 (99.9%) missing values Missing
MinFLD_MA has 999 (99.9%) missing values Missing
HomFLD_MA has 1000 (100.0%) missing values Missing
HetSO_MA has 999 (99.9%) missing values Missing
HomRO_MA has 998 (99.8%) missing values Missing
multi_snp_id is uniformly distributed Uniform
nCalls is uniformly distributed Uniform
count_ma_C is uniformly distributed Uniform
nAllelesDetected is uniformly distributed Uniform
nMajorAlleles is uniformly distributed Uniform
nMinorAlleles is uniformly distributed Uniform
HomCount is uniformly distributed Uniform
MajorHomCount is uniformly distributed Uniform
HomMMA is uniformly distributed Uniform
HomRO_MA is uniformly distributed Uniform
df_index has unique values Unique
probeset_id has unique values Unique
affy_snp_id has unique values Unique
HomFLD_hap is an unsupported type, check if it needs cleaning or further analysis Unsupported
HomRO_hap is an unsupported type, check if it needs cleaning or further analysis Unsupported
A.meanX is an unsupported type, check if it needs cleaning or further analysis Unsupported
A.meanY is an unsupported type, check if it needs cleaning or further analysis Unsupported
B.meanX is an unsupported type, check if it needs cleaning or further analysis Unsupported
B.meanY is an unsupported type, check if it needs cleaning or further analysis Unsupported
CN0.meanX is an unsupported type, check if it needs cleaning or further analysis Unsupported
CN0.meanY is an unsupported type, check if it needs cleaning or further analysis Unsupported
NC.meanX is an unsupported type, check if it needs cleaning or further analysis Unsupported
NC.meanY is an unsupported type, check if it needs cleaning or further analysis Unsupported
count_ma_A is an unsupported type, check if it needs cleaning or further analysis Unsupported
count_ma_D is an unsupported type, check if it needs cleaning or further analysis Unsupported
count_ma_E is an unsupported type, check if it needs cleaning or further analysis Unsupported
count_ma_F is an unsupported type, check if it needs cleaning or further analysis Unsupported
HomFLD_MA is an unsupported type, check if it needs cleaning or further analysis Unsupported
nMinorAllele has 60 (6.0%) zeros Zeros
n_AA has 449 (44.9%) zeros Zeros
n_AB has 61 (6.1%) zeros Zeros
n_BB has 270 (27.0%) zeros Zeros
n_NC has 573 (57.3%) zeros Zeros
MinorAlleleFrequency has 60 (6.0%) zeros Zeros

Reproduction

Analysis started2021-08-13 21:53:09.575323
Analysis finished2021-08-13 21:56:58.130508
Duration3 minutes and 48.56 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct1000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean439349.846
Minimum1362
Maximum882658
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:56:58.416035image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1362
5-th percentile44114
Q1220590.25
median429141.5
Q3654898
95-th percentile830232.95
Maximum882658
Range881296
Interquartile range (IQR)434307.75

Descriptive statistics

Standard deviation252555.9563
Coefficient of variation (CV)0.5748402068
Kurtosis-1.219863335
Mean439349.846
Median Absolute Deviation (MAD)219132.5
Skewness0.002267810683
Sum439349846
Variance6.378451108e+10
MonotocityNot monotonic
2021-08-13T14:56:58.635341image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
23347310.1%
 
56335510.1%
 
56453910.1%
 
40479810.1%
 
77490210.1%
 
62954410.1%
 
58298410.1%
 
34337010.1%
 
64442910.1%
 
23834010.1%
 
Other values (990)99099.0%
 
ValueCountFrequency (%) 
136210.1%
 
286510.1%
 
331710.1%
 
428510.1%
 
457210.1%
 
ValueCountFrequency (%) 
88265810.1%
 
88135110.1%
 
87858410.1%
 
87768110.1%
 
87731610.1%
 

probeset_id
Categorical

UNIQUE

Distinct1000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
AX-38730743
 
1
AX-152288564
 
1
AX-150679631
 
1
AX-150977300
 
1
AX-150956359
 
1
Other values (995)
995 
ValueCountFrequency (%) 
AX-3873074310.1%
 
AX-15228856410.1%
 
AX-15067963110.1%
 
AX-15097730010.1%
 
AX-15095635910.1%
 
AX-9239407810.1%
 
AX-3779302110.1%
 
AX-3622850110.1%
 
AX-1617135010.1%
 
AX-3054546710.1%
 
Other values (990)99099.0%
 
2021-08-13T14:56:58.835676image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1000 ?
Unique (%)100.0%
2021-08-13T14:56:59.031006image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length12
Median length11
Mean length11.22
Min length11

affy_snp_id
Categorical

UNIQUE

Distinct1000
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
Affx-27665725
 
1
Affx-10065452
 
1
Affx-19729371
 
1
Affx-19047992
 
1
Affx-29830193
 
1
Other values (995)
995 
ValueCountFrequency (%) 
Affx-2766572510.1%
 
Affx-1006545210.1%
 
Affx-1972937110.1%
 
Affx-1904799210.1%
 
Affx-2983019310.1%
 
Affx-2930808010.1%
 
Affx-1620418310.1%
 
Affx-3318453710.1%
 
Affx-896118210.1%
 
Affx-2297647410.1%
 
Other values (990)99099.0%
 
2021-08-13T14:56:59.233600image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1000 ?
Unique (%)100.0%
2021-08-13T14:56:59.431924image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length14
Median length13
Mean length12.881
Min length12

multi_snp_id
Categorical

MISSING
UNIFORM

Distinct3
Distinct (%)100.0%
Missing997
Missing (%)99.7%
Memory size7.8 KiB
Affx-93469665
Affx-206983567
Affx-291668476
ValueCountFrequency (%) 
Affx-9346966510.1%
 
Affx-20698356710.1%
 
Affx-29166847610.1%
 
(Missing)99799.7%
 
2021-08-13T14:56:59.625949image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique3 ?
Unique (%)100.0%
2021-08-13T14:56:59.768023image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:59.939596image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length14
Median length3
Mean length3.032
Min length3

CR
Real number (ℝ≥0)

HIGH CORRELATION

Distinct35
Distinct (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.37754166
Minimum47.8261
Maximum100
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:00.067744image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum47.8261
5-th percentile98.1884
Q199.6377
median100
Q3100
95-th percentile100
Maximum100
Range52.1739
Interquartile range (IQR)0.3623

Descriptive statistics

Standard deviation2.745169884
Coefficient of variation (CV)0.02762364452
Kurtosis183.6131726
Mean99.37754166
Median Absolute Deviation (MAD)0
Skewness-11.95063406
Sum99377.54166
Variance7.535957693
MonotocityNot monotonic
2021-08-13T14:57:00.218357image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=35)
ValueCountFrequency (%) 
10057057.0%
 
99.637721921.9%
 
99.2754919.1%
 
98.913404.0%
 
98.5507171.7%
 
98.1884111.1%
 
97.8261101.0%
 
99.63768160.6%
 
97.463850.5%
 
96.014520.2%
 
Other values (25)292.9%
 
ValueCountFrequency (%) 
47.826110.1%
 
58.333310.1%
 
78.985510.1%
 
81.884120.2%
 
83.333310.1%
 
ValueCountFrequency (%) 
10057057.0%
 
99.637721921.9%
 
99.63768160.6%
 
99.2754919.1%
 
99.27536210.1%
 

FLD
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct908
Distinct (%)98.9%
Missing82
Missing (%)8.2%
Infinite0
Infinite (%)0.0%
Mean6.908157516
Minimum1.2866
Maximum12.8695
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:00.369784image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum1.2866
5-th percentile4.30119
Q15.978875
median6.8373
Q37.8523
95-th percentile9.6225
Maximum12.8695
Range11.5829
Interquartile range (IQR)1.873425

Descriptive statistics

Standard deviation1.590594971
Coefficient of variation (CV)0.2302487989
Kurtosis0.7567942725
Mean6.908157516
Median Absolute Deviation (MAD)0.9328
Skewness0.1230996336
Sum6341.6886
Variance2.52999236
MonotocityNot monotonic
2021-08-13T14:57:00.564862image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
6.772820.2%
 
6.509720.2%
 
6.896120.2%
 
6.634420.2%
 
6.573920.2%
 
6.486720.2%
 
6.316920.2%
 
6.955520.2%
 
6.711220.2%
 
6.258420.2%
 
Other values (898)89889.8%
 
(Missing)828.2%
 
ValueCountFrequency (%) 
1.286610.1%
 
2.15610.1%
 
2.411110.1%
 
2.475210.1%
 
2.605810.1%
 
ValueCountFrequency (%) 
12.869510.1%
 
12.698410.1%
 
12.4710.1%
 
11.477110.1%
 
11.399810.1%
 

HomFLD
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct277
Distinct (%)100.0%
Missing723
Missing (%)72.3%
Infinite0
Infinite (%)0.0%
Mean14.91899639
Minimum4.7285
Maximum27.6224
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:00.728018image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum4.7285
5-th percentile9.83068
Q112.6766
median14.7282
Q316.9306
95-th percentile21.3353
Maximum27.6224
Range22.8939
Interquartile range (IQR)4.254

Descriptive statistics

Standard deviation3.516783182
Coefficient of variation (CV)0.2357251849
Kurtosis0.5265929505
Mean14.91899639
Median Absolute Deviation (MAD)2.1262
Skewness0.3299402511
Sum4132.562
Variance12.36776395
MonotocityNot monotonic
2021-08-13T14:57:00.896037image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
15.659610.1%
 
14.957510.1%
 
11.382510.1%
 
20.605310.1%
 
16.586810.1%
 
20.318310.1%
 
20.274210.1%
 
14.989810.1%
 
15.671710.1%
 
15.65610.1%
 
Other values (267)26726.7%
 
(Missing)72372.3%
 
ValueCountFrequency (%) 
4.728510.1%
 
5.381310.1%
 
5.439710.1%
 
7.347210.1%
 
8.261710.1%
 
ValueCountFrequency (%) 
27.622410.1%
 
24.410210.1%
 
23.491510.1%
 
23.231210.1%
 
22.679310.1%
 

HomFLD_hap
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

HetSO
Real number (ℝ)

MISSING

Distinct868
Distinct (%)92.6%
Missing63
Missing (%)6.3%
Infinite0
Infinite (%)0.0%
Mean0.3251410886
Minimum-0.5521
Maximum1.2226
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:01.058867image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-0.5521
5-th percentile0.03512
Q10.2164
median0.327
Q30.4399
95-th percentile0.62338
Maximum1.2226
Range1.7747
Interquartile range (IQR)0.2235

Descriptive statistics

Standard deviation0.1949365962
Coefficient of variation (CV)0.5995446377
Kurtosis2.649526322
Mean0.3251410886
Median Absolute Deviation (MAD)0.1118
Skewness-0.5758595927
Sum304.6572
Variance0.03800027653
MonotocityNot monotonic
2021-08-13T14:57:01.218557image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.324830.3%
 
0.401230.3%
 
0.284330.3%
 
0.331420.2%
 
0.168420.2%
 
0.31520.2%
 
0.349920.2%
 
0.17920.2%
 
0.362220.2%
 
0.50320.2%
 
Other values (858)91491.4%
 
(Missing)636.3%
 
ValueCountFrequency (%) 
-0.552110.1%
 
-0.516710.1%
 
-0.513110.1%
 
-0.457910.1%
 
-0.457710.1%
 
ValueCountFrequency (%) 
1.222610.1%
 
0.906810.1%
 
0.842110.1%
 
0.836510.1%
 
0.817710.1%
 

HomRO
Real number (ℝ)

Distinct972
Distinct (%)97.4%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean1.980343287
Minimum-1.159
Maximum5.3155
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:01.442109image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-1.159
5-th percentile0.899825
Q11.5447
median1.9554
Q32.4032
95-th percentile3.15107
Maximum5.3155
Range6.4745
Interquartile range (IQR)0.8585

Descriptive statistics

Standard deviation0.6978570067
Coefficient of variation (CV)0.352391937
Kurtosis0.9168943258
Mean1.980343287
Median Absolute Deviation (MAD)0.42745
Skewness0.09902992803
Sum1976.3826
Variance0.4870044018
MonotocityNot monotonic
2021-08-13T14:57:01.677482image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.72920.2%
 
2.281920.2%
 
1.934520.2%
 
1.748920.2%
 
1.948120.2%
 
2.079520.2%
 
1.160420.2%
 
1.544720.2%
 
0.543420.2%
 
1.463620.2%
 
Other values (962)97897.8%
 
ValueCountFrequency (%) 
-1.15910.1%
 
-0.351210.1%
 
-0.271610.1%
 
-0.134710.1%
 
0.037910.1%
 
ValueCountFrequency (%) 
5.315510.1%
 
4.113610.1%
 
4.02510.1%
 
3.864510.1%
 
3.857710.1%
 

HomRO_hap
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

nMinorAllele
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct151
Distinct (%)15.1%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean26.65731463
Minimum0
Maximum272
Zeros60
Zeros (%)6.0%
Memory size7.8 KiB
2021-08-13T14:57:01.937136image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median9
Q324
95-th percentile133.6
Maximum272
Range272
Interquartile range (IQR)20

Descriptive statistics

Standard deviation46.99449168
Coefficient of variation (CV)1.762911694
Kurtosis9.797365844
Mean26.65731463
Median Absolute Deviation (MAD)6
Skewness3.070940659
Sum26604
Variance2208.482248
MonotocityNot monotonic
2021-08-13T14:57:02.227503image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5787.8%
 
4737.3%
 
3646.4%
 
0606.0%
 
2595.9%
 
8444.4%
 
6444.4%
 
7434.3%
 
10373.7%
 
9343.4%
 
Other values (141)46246.2%
 
ValueCountFrequency (%) 
0606.0%
 
1242.4%
 
2595.9%
 
3646.4%
 
4737.3%
 
ValueCountFrequency (%) 
27210.1%
 
26710.1%
 
25820.2%
 
25710.1%
 
25320.2%
 

Nclus
Categorical

HIGH CORRELATION

Distinct3
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
2
662 
3
278 
1
 
60
ValueCountFrequency (%) 
266266.2%
 
327827.8%
 
1606.0%
 
2021-08-13T14:57:02.493245image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2021-08-13T14:57:02.615864image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:02.757115image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length1
Median length1
Mean length1
Min length1

n_AA
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct144
Distinct (%)14.4%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean95.95691383
Minimum0
Maximum276
Zeros449
Zeros (%)44.9%
Memory size7.8 KiB
2021-08-13T14:57:02.961071image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q3257
95-th percentile273
Maximum276
Range276
Interquartile range (IQR)257

Descriptive statistics

Standard deviation120.8955016
Coefficient of variation (CV)1.2598936
Kurtosis-1.561410269
Mean95.95691383
Median Absolute Deviation (MAD)2
Skewness0.5880015079
Sum95765
Variance14615.72231
MonotocityNot monotonic
2021-08-13T14:57:03.194763image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
044944.9%
 
1383.8%
 
272292.9%
 
2252.5%
 
271232.3%
 
273222.2%
 
268202.0%
 
266181.8%
 
270181.8%
 
3181.8%
 
Other values (134)33833.8%
 
ValueCountFrequency (%) 
044944.9%
 
1383.8%
 
2252.5%
 
3181.8%
 
450.5%
 
ValueCountFrequency (%) 
276131.3%
 
27580.8%
 
274131.3%
 
273222.2%
 
272292.9%
 

n_AB
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct115
Distinct (%)11.5%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean20.14829659
Minimum0
Maximum174
Zeros61
Zeros (%)6.1%
Memory size7.8 KiB
2021-08-13T14:57:03.443482image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q14
median9
Q322
95-th percentile90.15
Maximum174
Range174
Interquartile range (IQR)18

Descriptive statistics

Standard deviation28.71759308
Coefficient of variation (CV)1.425311214
Kurtosis5.692765252
Mean20.14829659
Median Absolute Deviation (MAD)6
Skewness2.398340149
Sum20108
Variance824.7001526
MonotocityNot monotonic
2021-08-13T14:57:03.693305image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5777.7%
 
4757.5%
 
3686.8%
 
0616.1%
 
2585.8%
 
6474.7%
 
7444.4%
 
8424.2%
 
10393.9%
 
9363.6%
 
Other values (105)45145.1%
 
ValueCountFrequency (%) 
0616.1%
 
1242.4%
 
2585.8%
 
3686.8%
 
4757.5%
 
ValueCountFrequency (%) 
17410.1%
 
16310.1%
 
14420.2%
 
13910.1%
 
13810.1%
 

n_BB
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct156
Distinct (%)15.6%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean152.6583166
Minimum0
Maximum276
Zeros270
Zeros (%)27.0%
Memory size7.8 KiB
2021-08-13T14:57:03.949507image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median234.5
Q3268
95-th percentile274
Maximum276
Range276
Interquartile range (IQR)268

Descriptive statistics

Standard deviation124.1202481
Coefficient of variation (CV)0.8130591956
Kurtosis-1.811118243
Mean152.6583166
Median Absolute Deviation (MAD)40.5
Skewness-0.2971127577
Sum152353
Variance15405.83599
MonotocityNot monotonic
2021-08-13T14:57:04.186699image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
027027.0%
 
271424.2%
 
273393.9%
 
1363.6%
 
272353.5%
 
270323.2%
 
276323.2%
 
268262.6%
 
266252.5%
 
269242.4%
 
Other values (146)43743.7%
 
ValueCountFrequency (%) 
027027.0%
 
1363.6%
 
2101.0%
 
390.9%
 
490.9%
 
ValueCountFrequency (%) 
276323.2%
 
275121.2%
 
274242.4%
 
273393.9%
 
272353.5%
 

n_A
Boolean

Distinct1
Distinct (%)0.1%
Missing2
Missing (%)0.2%
Memory size7.8 KiB
0
998 
(Missing)
 
2
ValueCountFrequency (%) 
099899.8%
 
(Missing)20.2%
 
2021-08-13T14:57:04.350457image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

n_B
Boolean

Distinct1
Distinct (%)0.1%
Missing2
Missing (%)0.2%
Memory size7.8 KiB
0
998 
(Missing)
 
2
ValueCountFrequency (%) 
099899.8%
 
(Missing)20.2%
 
2021-08-13T14:57:04.404188image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

n_CN0
Boolean

Distinct1
Distinct (%)0.1%
Missing2
Missing (%)0.2%
Memory size7.8 KiB
0
998 
(Missing)
 
2
ValueCountFrequency (%) 
099899.8%
 
(Missing)20.2%
 
2021-08-13T14:57:04.460899image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

n_NC
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct31
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.711
Minimum0
Maximum144
Zeros573
Zeros (%)57.3%
Memory size7.8 KiB
2021-08-13T14:57:04.590016image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile5
Maximum144
Range144
Interquartile range (IQR)1

Descriptive statistics

Standard deviation7.569331131
Coefficient of variation (CV)4.423922344
Kurtosis184.3535986
Mean1.711
Median Absolute Deviation (MAD)0
Skewness11.98000115
Sum1711
Variance57.29477377
MonotocityNot monotonic
2021-08-13T14:57:04.796121image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%) 
057357.3%
 
122322.3%
 
2919.1%
 
3404.0%
 
4181.8%
 
5111.1%
 
6101.0%
 
750.5%
 
1120.2%
 
5020.2%
 
Other values (21)252.5%
 
ValueCountFrequency (%) 
057357.3%
 
122322.3%
 
2919.1%
 
3404.0%
 
4181.8%
 
ValueCountFrequency (%) 
14410.1%
 
11510.1%
 
5810.1%
 
5020.2%
 
4610.1%
 

hemizygous
Boolean

CONSTANT
REJECTED

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
0
1000 
ValueCountFrequency (%) 
01000100.0%
 
2021-08-13T14:57:04.947296image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

specialSNP_chr
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
autosomal
963 
X
 
37
ValueCountFrequency (%) 
autosomal96396.3%
 
X373.7%
 
2021-08-13T14:57:05.059205image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2021-08-13T14:57:05.186197image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:05.328593image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length9
Median length9
Mean length8.704
Min length1

gender_metrics
Categorical

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
all
963 
female
 
37
ValueCountFrequency (%) 
all96396.3%
 
female373.7%
 
2021-08-13T14:57:05.521833image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2021-08-13T14:57:05.633848image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:05.766561image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.111
Min length3

ConversionType
Categorical

Distinct12
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
NoMinorHom
620 
PolyHighResolution
274 
MonoHighResolution
 
56
Other
 
35
BBvarianceX
 
3
Other values (7)
 
12
ValueCountFrequency (%) 
NoMinorHom62062.0%
 
PolyHighResolution27427.4%
 
MonoHighResolution565.6%
 
Other353.5%
 
BBvarianceX30.3%
 
OTV30.3%
 
CallRateBelowThreshold30.3%
 
AAvarianceX20.2%
 
ABvarianceY10.1%
 
BBvarianceY10.1%
 
Other values (2)20.2%
 
2021-08-13T14:57:05.973647image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique4 ?
Unique (%)0.4%
2021-08-13T14:57:06.186211image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length22
Median length10
Mean length12.485
Min length3
Distinct1
Distinct (%)0.1%
Missing2
Missing (%)0.2%
Memory size7.8 KiB
0
998 
(Missing)
 
2
ValueCountFrequency (%) 
099899.8%
 
(Missing)20.2%
 
2021-08-13T14:57:06.330067image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

BestProbeset
Boolean

HIGH CORRELATION

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
1
991 
0
 
9
ValueCountFrequency (%) 
199199.1%
 
090.9%
 
2021-08-13T14:57:06.393744image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

BestandRecommended
Boolean

HIGH CORRELATION

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
1
944 
0
 
56
ValueCountFrequency (%) 
194494.4%
 
0565.6%
 
2021-08-13T14:57:06.458710image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

HomHet
Boolean

Distinct2
Distinct (%)0.2%
Missing2
Missing (%)0.2%
Memory size7.8 KiB
1
659 
0
339 
(Missing)
 
2
ValueCountFrequency (%) 
165965.9%
 
033933.9%
 
(Missing)20.2%
 
2021-08-13T14:57:06.536487image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

AA.meanX
Real number (ℝ)

MISSING

Distinct965
Distinct (%)98.1%
Missing16
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean2.391834756
Minimum-1.159
Maximum5.3155
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:06.689394image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-1.159
5-th percentile1.432035
Q12.0271
median2.37245
Q32.761475
95-th percentile3.36841
Maximum5.3155
Range6.4745
Interquartile range (IQR)0.734375

Descriptive statistics

Standard deviation0.6158423622
Coefficient of variation (CV)0.2574769685
Kurtosis2.440023567
Mean2.391834756
Median Absolute Deviation (MAD)0.3653
Skewness-0.2517911322
Sum2353.5654
Variance0.3792618151
MonotocityNot monotonic
2021-08-13T14:57:06.918761image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.128320.2%
 
1.907320.2%
 
1.817720.2%
 
2.235120.2%
 
2.920920.2%
 
2.293220.2%
 
2.553220.2%
 
1.544220.2%
 
2.292220.2%
 
2.563520.2%
 
Other values (955)96496.4%
 
(Missing)161.6%
 
ValueCountFrequency (%) 
-1.15910.1%
 
-0.351210.1%
 
-0.134710.1%
 
-0.03210.1%
 
0.037910.1%
 
ValueCountFrequency (%) 
5.315510.1%
 
4.522410.1%
 
4.273310.1%
 
4.260710.1%
 
4.113610.1%
 

AA.meanY
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct960
Distinct (%)97.6%
Missing16
Missing (%)1.6%
Infinite0
Infinite (%)0.0%
Mean10.15524055
Minimum7.9901
Maximum12.4361
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:07.111430image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum7.9901
5-th percentile9.2117
Q19.732325
median10.1373
Q310.53535
95-th percentile11.166975
Maximum12.4361
Range4.446
Interquartile range (IQR)0.803025

Descriptive statistics

Standard deviation0.5976504736
Coefficient of variation (CV)0.05885143447
Kurtosis0.3681767896
Mean10.15524055
Median Absolute Deviation (MAD)0.4036
Skewness0.2156724878
Sum9992.7567
Variance0.3571860886
MonotocityNot monotonic
2021-08-13T14:57:07.261949image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
10.102520.2%
 
10.370420.2%
 
9.861620.2%
 
9.523120.2%
 
10.473720.2%
 
10.238720.2%
 
10.687920.2%
 
9.9920.2%
 
10.487520.2%
 
10.615420.2%
 
Other values (950)96496.4%
 
(Missing)161.6%
 
ValueCountFrequency (%) 
7.990110.1%
 
8.47110.1%
 
8.495210.1%
 
8.629410.1%
 
8.6310.1%
 
ValueCountFrequency (%) 
12.436110.1%
 
11.98810.1%
 
11.9610.1%
 
11.925310.1%
 
11.879810.1%
 

AA.varX
Real number (ℝ≥0)

HIGH CORRELATION

Distinct428
Distinct (%)42.9%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.1585482966
Minimum0.03
Maximum0.6864
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:07.422538image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.03
Q30.30435
95-th percentile0.41839
Maximum0.6864
Range0.6564
Interquartile range (IQR)0.27435

Descriptive statistics

Standard deviation0.1551057108
Coefficient of variation (CV)0.9782868319
Kurtosis-0.9223117535
Mean0.1585482966
Median Absolute Deviation (MAD)0
Skewness0.6753909108
Sum158.2312
Variance0.02405778152
MonotocityNot monotonic
2021-08-13T14:57:07.595508image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0354454.4%
 
0.283820.2%
 
0.391420.2%
 
0.344920.2%
 
0.253620.2%
 
0.360620.2%
 
0.328420.2%
 
0.297220.2%
 
0.225320.2%
 
0.227120.2%
 
Other values (418)43643.6%
 
ValueCountFrequency (%) 
0.0354454.4%
 
0.041510.1%
 
0.045910.1%
 
0.056510.1%
 
0.066410.1%
 
ValueCountFrequency (%) 
0.686410.1%
 
0.664510.1%
 
0.608310.1%
 
0.58110.1%
 
0.575210.1%
 

AA.varY
Real number (ℝ≥0)

HIGH CORRELATION

Distinct393
Distinct (%)39.4%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.1110972946
Minimum0.03
Maximum0.6866
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:07.772096image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.03
Q30.196425
95-th percentile0.285175
Maximum0.6866
Range0.6566
Interquartile range (IQR)0.166425

Descriptive statistics

Standard deviation0.100148971
Coefficient of variation (CV)0.9014528335
Kurtosis0.05957144796
Mean0.1110972946
Median Absolute Deviation (MAD)0
Skewness0.8441286552
Sum110.8751
Variance0.01002981639
MonotocityNot monotonic
2021-08-13T14:57:08.011047image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0355155.1%
 
0.221750.5%
 
0.185430.3%
 
0.22830.3%
 
0.238230.3%
 
0.200220.2%
 
0.243520.2%
 
0.189920.2%
 
0.227620.2%
 
0.174920.2%
 
Other values (383)42342.3%
 
ValueCountFrequency (%) 
0.0355155.1%
 
0.031510.1%
 
0.032310.1%
 
0.035510.1%
 
0.042810.1%
 
ValueCountFrequency (%) 
0.686610.1%
 
0.41310.1%
 
0.411710.1%
 
0.395210.1%
 
0.377510.1%
 

AB.meanX
Real number (ℝ)

Distinct965
Distinct (%)96.9%
Missing4
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean0.2905959839
Minimum-3.1695
Maximum3.3225
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:08.265133image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-3.1695
5-th percentile-0.43685
Q10.056675
median0.3319
Q30.566
95-th percentile0.911225
Maximum3.3225
Range6.492
Interquartile range (IQR)0.509325

Descriptive statistics

Standard deviation0.4649404229
Coefficient of variation (CV)1.599954743
Kurtosis8.670986644
Mean0.2905959839
Median Absolute Deviation (MAD)0.25895
Skewness-0.7553988408
Sum289.4336
Variance0.2161695968
MonotocityNot monotonic
2021-08-13T14:57:08.508242image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.683730.3%
 
0.694320.2%
 
0.057620.2%
 
0.21620.2%
 
0.362120.2%
 
0.56620.2%
 
0.139920.2%
 
0.624520.2%
 
0.358620.2%
 
0.542420.2%
 
Other values (955)97597.5%
 
(Missing)40.4%
 
ValueCountFrequency (%) 
-3.169510.1%
 
-2.72810.1%
 
-2.53710.1%
 
-1.498810.1%
 
-1.422310.1%
 
ValueCountFrequency (%) 
3.322510.1%
 
2.436110.1%
 
2.268710.1%
 
2.254610.1%
 
1.59210.1%
 

AB.meanY
Real number (ℝ≥0)

HIGH CORRELATION

Distinct969
Distinct (%)97.3%
Missing4
Missing (%)0.4%
Infinite0
Infinite (%)0.0%
Mean10.49659016
Minimum8.2387
Maximum12.5273
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:08.672930image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum8.2387
5-th percentile9.514625
Q110.161175
median10.52815
Q310.8594
95-th percentile11.418425
Maximum12.5273
Range4.2886
Interquartile range (IQR)0.698225

Descriptive statistics

Standard deviation0.5792536283
Coefficient of variation (CV)0.05518493334
Kurtosis0.8516160873
Mean10.49659016
Median Absolute Deviation (MAD)0.3422
Skewness-0.306968691
Sum10454.6038
Variance0.3355347659
MonotocityNot monotonic
2021-08-13T14:57:08.820475image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
10.803320.2%
 
10.04420.2%
 
9.955620.2%
 
9.857720.2%
 
10.782420.2%
 
10.86520.2%
 
10.386420.2%
 
10.559320.2%
 
10.646220.2%
 
10.281520.2%
 
Other values (959)97697.6%
 
(Missing)40.4%
 
ValueCountFrequency (%) 
8.238710.1%
 
8.446610.1%
 
8.675810.1%
 
8.681310.1%
 
8.6910.1%
 
ValueCountFrequency (%) 
12.527310.1%
 
12.309810.1%
 
12.261710.1%
 
12.142610.1%
 
11.994410.1%
 

AB.varX
Real number (ℝ≥0)

HIGH CORRELATION

Distinct559
Distinct (%)56.0%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.1416673347
Minimum0.03
Maximum0.8496
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:08.976568image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.14485
Q30.207775
95-th percentile0.327415
Maximum0.8496
Range0.8196
Interquartile range (IQR)0.177775

Descriptive statistics

Standard deviation0.1087680273
Coefficient of variation (CV)0.7677706902
Kurtosis2.542497255
Mean0.1416673347
Median Absolute Deviation (MAD)0.11065
Skewness1.035211686
Sum141.384
Variance0.01183048377
MonotocityNot monotonic
2021-08-13T14:57:09.129115image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0336736.7%
 
0.188730.3%
 
0.166230.3%
 
0.148520.2%
 
0.181620.2%
 
0.22120.2%
 
0.127720.2%
 
0.173920.2%
 
0.167220.2%
 
0.174420.2%
 
Other values (549)61161.1%
 
ValueCountFrequency (%) 
0.0336736.7%
 
0.038610.1%
 
0.038910.1%
 
0.039410.1%
 
0.039710.1%
 
ValueCountFrequency (%) 
0.849610.1%
 
0.712610.1%
 
0.669310.1%
 
0.575410.1%
 
0.506710.1%
 

AB.varY
Real number (ℝ≥0)

HIGH CORRELATION

Distinct531
Distinct (%)53.2%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.1248358717
Minimum0.03
Maximum0.9718
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:09.303807image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.1257
Q30.1804
95-th percentile0.28757
Maximum0.9718
Range0.9418
Interquartile range (IQR)0.1504

Descriptive statistics

Standard deviation0.09600801849
Coefficient of variation (CV)0.7690739621
Kurtosis6.233138543
Mean0.1248358717
Median Absolute Deviation (MAD)0.0957
Skewness1.410871419
Sum124.5862
Variance0.009217539615
MonotocityNot monotonic
2021-08-13T14:57:09.570138image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0337137.1%
 
0.180440.4%
 
0.170640.4%
 
0.138840.4%
 
0.304330.3%
 
0.125730.3%
 
0.152630.3%
 
0.161330.3%
 
0.128430.3%
 
0.188730.3%
 
Other values (521)59759.7%
 
ValueCountFrequency (%) 
0.0337137.1%
 
0.030810.1%
 
0.039510.1%
 
0.04210.1%
 
0.04310.1%
 
ValueCountFrequency (%) 
0.971810.1%
 
0.543510.1%
 
0.520410.1%
 
0.518910.1%
 
0.463210.1%
 

BB.meanX
Real number (ℝ)

MISSING

Distinct963
Distinct (%)97.7%
Missing14
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean-1.819239655
Minimum-4.3719
Maximum1.7163
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:09.829705image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-4.3719
5-th percentile-2.88535
Q1-2.1689
median-1.78675
Q3-1.41
95-th percentile-0.898175
Maximum1.7163
Range6.0882
Interquartile range (IQR)0.7589

Descriptive statistics

Standard deviation0.6280729436
Coefficient of variation (CV)-0.3452392552
Kurtosis1.766770026
Mean-1.819239655
Median Absolute Deviation (MAD)0.37845
Skewness-0.2440406742
Sum-1793.7703
Variance0.3944756224
MonotocityNot monotonic
2021-08-13T14:57:10.059165image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-2.169920.2%
 
-2.078420.2%
 
-2.212520.2%
 
-1.856420.2%
 
-1.566120.2%
 
-1.160420.2%
 
-1.692520.2%
 
-1.750920.2%
 
-1.748920.2%
 
-2.041520.2%
 
Other values (953)96696.6%
 
(Missing)141.4%
 
ValueCountFrequency (%) 
-4.371910.1%
 
-4.302510.1%
 
-4.005310.1%
 
-3.864510.1%
 
-3.82810.1%
 
ValueCountFrequency (%) 
1.716310.1%
 
0.271610.1%
 
-0.082710.1%
 
-0.096910.1%
 
-0.142210.1%
 

BB.meanY
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct966
Distinct (%)98.0%
Missing14
Missing (%)1.4%
Infinite0
Infinite (%)0.0%
Mean10.14273905
Minimum7.9628
Maximum12.3926
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:10.276779image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum7.9628
5-th percentile9.049225
Q19.698575
median10.12425
Q310.58595
95-th percentile11.25895
Maximum12.3926
Range4.4298
Interquartile range (IQR)0.887375

Descriptive statistics

Standard deviation0.6783843412
Coefficient of variation (CV)0.06688374196
Kurtosis0.08139892346
Mean10.14273905
Median Absolute Deviation (MAD)0.44535
Skewness0.1165140071
Sum10000.7407
Variance0.4602053144
MonotocityNot monotonic
2021-08-13T14:57:10.431709image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
9.796620.2%
 
9.924220.2%
 
9.556820.2%
 
10.722720.2%
 
10.394420.2%
 
10.373720.2%
 
10.41120.2%
 
10.581820.2%
 
9.398320.2%
 
9.978820.2%
 
Other values (956)96696.6%
 
(Missing)141.4%
 
ValueCountFrequency (%) 
7.962810.1%
 
8.189510.1%
 
8.472210.1%
 
8.474210.1%
 
8.498110.1%
 
ValueCountFrequency (%) 
12.392610.1%
 
12.288810.1%
 
12.248310.1%
 
12.169310.1%
 
12.027710.1%
 

BB.varX
Real number (ℝ≥0)

HIGH CORRELATION

Distinct572
Distinct (%)57.3%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.2075963928
Minimum0.03
Maximum0.62
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:10.585124image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.25475
Q30.32185
95-th percentile0.390745
Maximum0.62
Range0.59
Interquartile range (IQR)0.29185

Descriptive statistics

Standard deviation0.1397573421
Coefficient of variation (CV)0.6732166211
Kurtosis-1.343680354
Mean0.2075963928
Median Absolute Deviation (MAD)0.0922
Skewness-0.1855600731
Sum207.1812
Variance0.01953211467
MonotocityNot monotonic
2021-08-13T14:57:10.739495image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0333733.7%
 
0.352940.4%
 
0.236630.3%
 
0.222730.3%
 
0.273430.3%
 
0.33430.3%
 
0.317730.3%
 
0.269130.3%
 
0.23630.3%
 
0.292830.3%
 
Other values (562)63363.3%
 
ValueCountFrequency (%) 
0.0333733.7%
 
0.042110.1%
 
0.047310.1%
 
0.051210.1%
 
0.051810.1%
 
ValueCountFrequency (%) 
0.6210.1%
 
0.60610.1%
 
0.557710.1%
 
0.55610.1%
 
0.510610.1%
 

BB.varY
Real number (ℝ≥0)

HIGH CORRELATION

Distinct551
Distinct (%)55.2%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.159406012
Minimum0.03
Maximum0.4901
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:10.896428image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0.03
5-th percentile0.03
Q10.03
median0.1856
Q30.237575
95-th percentile0.31649
Maximum0.4901
Range0.4601
Interquartile range (IQR)0.207575

Descriptive statistics

Standard deviation0.1066614388
Coefficient of variation (CV)0.6691180431
Kurtosis-1.056353949
Mean0.159406012
Median Absolute Deviation (MAD)0.0848
Skewness0.05911447159
Sum159.0872
Variance0.01137666253
MonotocityNot monotonic
2021-08-13T14:57:11.061847image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0334034.0%
 
0.20340.4%
 
0.235140.4%
 
0.28440.4%
 
0.20230.3%
 
0.178130.3%
 
0.190130.3%
 
0.160930.3%
 
0.191330.3%
 
0.173330.3%
 
Other values (541)62862.8%
 
ValueCountFrequency (%) 
0.0334034.0%
 
0.031210.1%
 
0.033610.1%
 
0.035410.1%
 
0.036410.1%
 
ValueCountFrequency (%) 
0.490110.1%
 
0.48110.1%
 
0.472310.1%
 
0.442810.1%
 
0.417410.1%
 

A.meanX
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

A.meanY
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

B.meanX
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

B.meanY
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

CN0.meanX
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

CN0.meanY
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

NC.meanX
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

NC.meanY
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

AA.varX.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct158
Distinct (%)62.5%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-1.15226721
Minimum-3.262999972
Maximum3.194174846
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:11.217468image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-3.262999972
5-th percentile-3.262999972
Q1-3.262999972
median-0.7668507229
Q30.2456717894
95-th percentile1.373274985
Maximum3.194174846
Range6.457174818
Interquartile range (IQR)3.508671761

Descriptive statistics

Standard deviation1.786887147
Coefficient of variation (CV)-1.550757613
Kurtosis-1.170032305
Mean-1.15226721
Median Absolute Deviation (MAD)1.565659811
Skewness0.09528726235
Sum-291.523604
Variance3.192965678
MonotocityNot monotonic
2021-08-13T14:57:11.362574image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-3.262999972909.0%
 
-0.288715092120.2%
 
0.276141216820.2%
 
1.35897779220.2%
 
0.233952778820.2%
 
0.97225044420.2%
 
-0.00159933340920.2%
 
-0.114101834810.1%
 
-0.142227460110.1%
 
2.24493499110.1%
 
Other values (148)14814.8%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-3.262999972909.0%
 
-2.52587420810.1%
 
-2.31961962210.1%
 
-2.02078485310.1%
 
-1.9293765710.1%
 
ValueCountFrequency (%) 
3.19417484610.1%
 
3.12620458510.1%
 
2.93870041610.1%
 
2.93518471210.1%
 
2.29767053810.1%
 

AA.varY.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct156
Distinct (%)61.7%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-0.9943961378
Minimum-2.971298832
Maximum8.169719397
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:11.521338image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-2.971298832
5-th percentile-2.971298832
Q1-2.971298832
median-0.6212668117
Q30.2101524591
95-th percentile1.45762072
Maximum8.169719397
Range11.14101823
Interquartile range (IQR)3.181451291

Descriptive statistics

Standard deviation1.7275773
Coefficient of variation (CV)-1.737312962
Kurtosis1.596469703
Mean-0.9943961378
Median Absolute Deviation (MAD)1.425290179
Skewness0.5800000477
Sum-251.5822229
Variance2.984523326
MonotocityNot monotonic
2021-08-13T14:57:11.719208image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-2.971298832909.0%
 
0.28141696830.3%
 
0.262752453820.2%
 
0.561384681720.2%
 
0.948249158720.2%
 
-0.083389446720.2%
 
-0.159744277720.2%
 
-0.780763569820.2%
 
-0.684047450510.1%
 
-0.660292614210.1%
 
Other values (146)14614.6%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-2.971298832909.0%
 
-2.34009889610.1%
 
-2.0465569910.1%
 
-1.87009249210.1%
 
-1.74113766610.1%
 
ValueCountFrequency (%) 
8.16971939710.1%
 
2.7502231710.1%
 
2.68913930510.1%
 
2.39729417410.1%
 
2.29718450610.1%
 

AB.varX.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct233
Distinct (%)92.1%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-0.1856509386
Minimum-2.666987323
Maximum3.29724
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:11.920539image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-2.666987323
5-th percentile-1.356506694
Q1-0.7717541171
median-0.3391803639
Q30.2925640381
95-th percentile1.520264366
Maximum3.29724
Range5.964227323
Interquartile range (IQR)1.064318155

Descriptive statistics

Standard deviation0.9602430579
Coefficient of variation (CV)-5.172303814
Kurtosis1.271598301
Mean-0.1856509386
Median Absolute Deviation (MAD)0.5181548913
Skewness0.561157399
Sum-46.96968747
Variance0.9220667303
MonotocityNot monotonic
2021-08-13T14:57:12.060451image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-2.66698732360.6%
 
-0.65972062720.2%
 
-0.578807550920.2%
 
-1.14675510420.2%
 
-0.177354211720.2%
 
-1.13430693920.2%
 
-0.197582480720.2%
 
-0.849555151820.2%
 
-1.0238294720.2%
 
-0.192914418620.2%
 
Other values (223)22922.9%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-2.66698732360.6%
 
-1.69291836810.1%
 
-1.57310477510.1%
 
-1.45951526410.1%
 
-1.44862311910.1%
 
ValueCountFrequency (%) 
3.2972410.1%
 
2.87711441210.1%
 
2.35895952110.1%
 
2.33873125210.1%
 
2.19713336810.1%
 

AB.varY.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct229
Distinct (%)90.5%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-0.1637733137
Minimum-2.333047374
Maximum3.46541788
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:12.210745image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-2.333047374
5-th percentile-1.312712652
Q1-0.7656473527
median-0.355500849
Q30.2772530507
95-th percentile1.796777235
Maximum3.46541788
Range5.798465254
Interquartile range (IQR)1.042900403

Descriptive statistics

Standard deviation0.9540033322
Coefficient of variation (CV)-5.825145199
Kurtosis1.010192794
Mean-0.1637733137
Median Absolute Deviation (MAD)0.5062031198
Skewness0.7681680175
Sum-41.43464837
Variance0.9101223578
MonotocityNot monotonic
2021-08-13T14:57:12.353722image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-2.33304737460.6%
 
-1.08583607330.3%
 
-0.189307656130.3%
 
-0.674164861130.3%
 
-0.610127117120.2%
 
-0.0825780826120.2%
 
-0.634522448120.2%
 
-0.607077700720.2%
 
-0.741252021620.2%
 
-0.611651825320.2%
 
Other values (219)22622.6%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-2.33304737460.6%
 
-1.60728627510.1%
 
-1.47006253710.1%
 
-1.44109308210.1%
 
-1.42127187510.1%
 
ValueCountFrequency (%) 
3.4654178810.1%
 
2.64512487310.1%
 
2.41946806110.1%
 
2.24565132710.1%
 
2.22430541210.1%
 

BB.varX.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct183
Distinct (%)72.3%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-0.8713683289
Minimum-3.868105585
Maximum4.754937949
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:12.554200image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-3.868105585
5-th percentile-3.868105585
Q1-1.759113751
median-0.4071959091
Q30.5062620923
95-th percentile1.629303898
Maximum4.754937949
Range8.623043534
Interquartile range (IQR)2.265375844

Descriptive statistics

Standard deviation1.946366803
Coefficient of variation (CV)-2.233690092
Kurtosis-0.5368153278
Mean-0.8713683289
Median Absolute Deviation (MAD)0.9485347887
Skewness-0.3270340886
Sum-220.4561872
Variance3.788343731
MonotocityNot monotonic
2021-08-13T14:57:12.791713image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-3.868105585626.2%
 
0.541338879620.2%
 
-0.015505118120.2%
 
0.779568726420.2%
 
-1.01665508820.2%
 
0.624646249320.2%
 
0.136494293320.2%
 
-0.857348012320.2%
 
-1.05465494120.2%
 
-0.848578815520.2%
 
Other values (173)17317.3%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-3.868105585626.2%
 
-1.96811294210.1%
 
-1.75911375110.1%
 
-1.59834514310.1%
 
-1.56619142110.1%
 
ValueCountFrequency (%) 
4.75493794910.1%
 
4.55032335610.1%
 
3.81955695510.1%
 
3.15602106310.1%
 
2.11102510910.1%
 

BB.varY.Z
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct183
Distinct (%)72.3%
Missing747
Missing (%)74.7%
Infinite0
Infinite (%)0.0%
Mean-0.7867957401
Minimum-3.035676082
Maximum3.845429427
Zeros0
Zeros (%)0.0%
Memory size7.8 KiB
2021-08-13T14:57:12.948318image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum-3.035676082
5-th percentile-3.035676082
Q1-1.856275958
median-0.4968380405
Q30.1531289101
95-th percentile1.36914689
Maximum3.845429427
Range6.881105509
Interquartile range (IQR)2.009404868

Descriptive statistics

Standard deviation1.515371992
Coefficient of variation (CV)-1.926004317
Kurtosis-0.5781287689
Mean-0.7867957401
Median Absolute Deviation (MAD)0.8483136725
Skewness-0.1579397882
Sum-199.0593222
Variance2.296352274
MonotocityNot monotonic
2021-08-13T14:57:13.102115image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-3.035676082626.2%
 
-0.327480454730.3%
 
0.0936248934920.2%
 
-0.542610360920.2%
 
0.758849284220.2%
 
-0.2572962320.2%
 
0.427762832820.2%
 
-0.928623596820.2%
 
0.333166703920.2%
 
-1.58621926710.1%
 
Other values (173)17317.3%
 
(Missing)74774.7%
 
ValueCountFrequency (%) 
-3.035676082626.2%
 
-1.95544931910.1%
 
-1.85627595810.1%
 
-1.64114605210.1%
 
-1.628940110.1%
 
ValueCountFrequency (%) 
3.84542942710.1%
 
2.70875013610.1%
 
2.40207558910.1%
 
2.38071517210.1%
 
2.33494285210.1%
 

MMD
Real number (ℝ≥0)

MISSING

Distinct277
Distinct (%)99.6%
Missing722
Missing (%)72.2%
Infinite0
Infinite (%)0.0%
Mean43.98097338
Minimum0
Maximum80.6315
Zeros2
Zeros (%)0.2%
Memory size7.8 KiB
2021-08-13T14:57:13.265448image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile28.905015
Q137.426725
median44.38405
Q350.008925
95-th percentile59.47886
Maximum80.6315
Range80.6315
Interquartile range (IQR)12.5822

Descriptive statistics

Standard deviation9.982916033
Coefficient of variation (CV)0.2269826078
Kurtosis2.565982355
Mean43.98097338
Median Absolute Deviation (MAD)6.1707
Skewness-0.2033760767
Sum12226.7106
Variance99.65861252
MonotocityNot monotonic
2021-08-13T14:57:13.422178image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
020.2%
 
43.565610.1%
 
40.322810.1%
 
44.048510.1%
 
27.857810.1%
 
26.854710.1%
 
30.407710.1%
 
33.019810.1%
 
44.722710.1%
 
53.919610.1%
 
Other values (267)26726.7%
 
(Missing)72272.2%
 
ValueCountFrequency (%) 
020.2%
 
21.680310.1%
 
25.071310.1%
 
26.348610.1%
 
26.854710.1%
 
ValueCountFrequency (%) 
80.631510.1%
 
72.78810.1%
 
71.217710.1%
 
70.333110.1%
 
67.866110.1%
 

MinorAlleleFrequency
Real number (ℝ≥0)

HIGH CORRELATION
ZEROS

Distinct290
Distinct (%)29.1%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.05002034068
Minimum0
Maximum0.4928
Zeros60
Zeros (%)6.0%
Memory size7.8 KiB
2021-08-13T14:57:13.648172image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10.0073
median0.0164
Q30.043675
95-th percentile0.257215
Maximum0.4928
Range0.4928
Interquartile range (IQR)0.036375

Descriptive statistics

Standard deviation0.0875732317
Coefficient of variation (CV)1.750752404
Kurtosis9.092977633
Mean0.05002034068
Median Absolute Deviation (MAD)0.011
Skewness2.985788037
Sum49.9203
Variance0.00766907091
MonotocityNot monotonic
2021-08-13T14:57:13.910749image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0091646.4%
 
0606.0%
 
0.0036525.2%
 
0.0072474.7%
 
0.0054404.0%
 
0.0109383.8%
 
0.0127333.3%
 
0.0145313.1%
 
0.0073232.3%
 
0.0181202.0%
 
Other values (280)59059.0%
 
ValueCountFrequency (%) 
0606.0%
 
0.0018202.0%
 
0.0036525.2%
 
0.003730.3%
 
0.003920.2%
 
ValueCountFrequency (%) 
0.492810.1%
 
0.483710.1%
 
0.47610.1%
 
0.467410.1%
 
0.465610.1%
 

H.W.p-Value
Real number (ℝ≥0)

Distinct255
Distinct (%)25.6%
Missing2
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.7859971887
Minimum0
Maximum1
Zeros3
Zeros (%)0.3%
Memory size7.8 KiB
2021-08-13T14:57:14.168668image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.01322919189
Q10.6294050559
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.3705949441

Descriptive statistics

Standard deviation0.3669750578
Coefficient of variation (CV)0.4668910564
Kurtosis-0.1434097071
Mean0.7859971887
Median Absolute Deviation (MAD)0
Skewness-1.284556204
Sum784.4251944
Variance0.134670693
MonotocityNot monotonic
2021-08-13T14:57:14.421247image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
171771.7%
 
0.224314556240.4%
 
0.0958934352130.3%
 
0.15602771830.3%
 
030.3%
 
0.114956294930.3%
 
0.0965874632730.3%
 
0.224510179220.2%
 
0.0392894823920.2%
 
0.0501250168520.2%
 
Other values (245)25625.6%
 
ValueCountFrequency (%) 
030.3%
 
1.17e-1010.1%
 
7.98e-1010.1%
 
1.493e-0910.1%
 
1.18807e-0710.1%
 
ValueCountFrequency (%) 
171771.7%
 
0.996258970510.1%
 
0.890084042310.1%
 
0.889643708210.1%
 
0.854338585910.1%
 

H.W.chisquared.statistic
Real number (ℝ≥0)

MISSING

Distinct83
Distinct (%)98.8%
Missing916
Missing (%)91.6%
Infinite0
Infinite (%)0.0%
Mean7.532703571
Minimum0
Maximum57.9546
Zeros1
Zeros (%)0.1%
Memory size7.8 KiB
2021-08-13T14:57:14.576745image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.047835
Q10.6103
median3.0075
Q311.1781
95-th percentile27.976595
Maximum57.9546
Range57.9546
Interquartile range (IQR)10.5678

Descriptive statistics

Standard deviation10.49288586
Coefficient of variation (CV)1.392977404
Kurtosis6.377875105
Mean7.532703571
Median Absolute Deviation (MAD)2.8436
Skewness2.255321526
Sum632.7471
Variance110.1006537
MonotocityNot monotonic
2021-08-13T14:57:14.729487image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.614120.2%
 
15.316710.1%
 
15.429510.1%
 
23.572310.1%
 
0.057210.1%
 
3.1810.1%
 
1.78610.1%
 
0.053710.1%
 
57.954610.1%
 
0.705110.1%
 
Other values (73)737.3%
 
(Missing)91691.6%
 
ValueCountFrequency (%) 
010.1%
 
0.019110.1%
 
0.019310.1%
 
0.033710.1%
 
0.046810.1%
 
ValueCountFrequency (%) 
57.954610.1%
 
37.765710.1%
 
36.543410.1%
 
28.040410.1%
 
28.032810.1%
 

nSamples
Categorical

MISSING

Distinct1
Distinct (%)50.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
276
ValueCountFrequency (%) 
27620.2%
 
(Missing)99899.8%
 
2021-08-13T14:57:14.870255image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2021-08-13T14:57:14.945361image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:15.072090image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.004
Min length3

nCalls
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
276
274
ValueCountFrequency (%) 
27610.1%
 
27410.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:15.299985image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:15.391019image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:15.481029image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.004
Min length3

count_ma_A
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

count_ma_B
Categorical

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
538
ValueCountFrequency (%) 
53810.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:15.603636image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1 ?
Unique (%)100.0%
2021-08-13T14:57:15.675374image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:15.760315image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.002
Min length3

count_ma_C
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
10
552
ValueCountFrequency (%) 
1010.1%
 
55210.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:15.893024image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:16.040537image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:16.134016image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.003
Min length3

count_ma_D
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

count_ma_E
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

count_ma_F
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

nAllelesTested
Categorical

MISSING

Distinct1
Distinct (%)50.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
3
ValueCountFrequency (%) 
320.2%
 
(Missing)99899.8%
 
2021-08-13T14:57:16.260030image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2021-08-13T14:57:16.332411image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:16.403846image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length3
Min length3

nAllelesDetected
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
2
1
ValueCountFrequency (%) 
210.1%
 
110.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:16.520446image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:16.600614image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:16.712064image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length3
Min length3

NHetClus
Boolean

HIGH CORRELATION
MISSING

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
0
 
1
1
 
1
(Missing)
998 
ValueCountFrequency (%) 
010.1%
 
110.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:16.837692image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

nMajorAlleles
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
538
552
ValueCountFrequency (%) 
53810.1%
 
55210.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:16.976565image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:17.107659image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:17.254687image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.004
Min length3

maxMinorAllele
Categorical

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
10
ValueCountFrequency (%) 
1010.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:17.455688image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1 ?
Unique (%)100.0%
2021-08-13T14:57:17.573427image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:17.701606image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3
Mean length3.001
Min length3

nMinorAlleles
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
0
10
ValueCountFrequency (%) 
010.1%
 
1010.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:17.912490image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:18.047329image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:18.177128image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3
Mean length3.001
Min length3

MAFall
Boolean

HIGH CORRELATION
MISSING

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
0
 
1
0.0182
 
1
(Missing)
998 
ValueCountFrequency (%) 
010.1%
 
0.018210.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:18.299692image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

MAFmax
Boolean

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
0.0182
 
1
(Missing)
999 
ValueCountFrequency (%) 
0.018210.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:18.368317image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

HomCount
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
264
276
ValueCountFrequency (%) 
26410.1%
 
27610.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:18.484978image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:18.564241image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:18.655496image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.004
Min length3

MajorHomCount
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
264
276
ValueCountFrequency (%) 
26410.1%
 
27610.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:18.783740image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:18.867260image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:18.959777image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length5
Median length3
Mean length3.004
Min length3

MinorHomCount
Boolean

MISSING

Distinct1
Distinct (%)50.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
0
 
2
(Missing)
998 
ValueCountFrequency (%) 
020.2%
 
(Missing)99899.8%
 
2021-08-13T14:57:19.050155image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

HetCount
Categorical

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
10
ValueCountFrequency (%) 
1010.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:19.163124image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1 ?
Unique (%)100.0%
2021-08-13T14:57:19.284729image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:19.404900image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length4
Median length3
Mean length3.001
Min length3

HomMMA
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
9.5729
11.3531
ValueCountFrequency (%) 
9.572910.1%
 
11.353110.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:19.600097image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:19.729029image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:19.872458image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length7
Median length3
Mean length3.007
Min length3

FLD_MA
Categorical

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
4.5884
ValueCountFrequency (%) 
4.588410.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:20.068181image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1 ?
Unique (%)100.0%
2021-08-13T14:57:20.188644image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:20.305490image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.003
Min length3

MinFLD_MA
Categorical

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
4.5884
ValueCountFrequency (%) 
4.588410.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:20.498045image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1 ?
Unique (%)100.0%
2021-08-13T14:57:20.609551image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:20.741900image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.003
Min length3

HomFLD_MA
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing1000
Missing (%)100.0%
Memory size7.9 KiB

HetSO_MA
Boolean

MISSING

Distinct1
Distinct (%)100.0%
Missing999
Missing (%)99.9%
Memory size7.8 KiB
0.0932
 
1
(Missing)
999 
ValueCountFrequency (%) 
0.093210.1%
 
(Missing)99999.9%
 
2021-08-13T14:57:20.866488image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

HomRO_MA
Categorical

HIGH CORRELATION
MISSING
UNIFORM

Distinct2
Distinct (%)100.0%
Missing998
Missing (%)99.8%
Memory size7.8 KiB
0.3398
1.8241
ValueCountFrequency (%) 
0.339810.1%
 
1.824110.1%
 
(Missing)99899.8%
 
2021-08-13T14:57:20.998337image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique2 ?
Unique (%)100.0%
2021-08-13T14:57:21.084702image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:57:21.170265image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.006
Min length3
Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
0
998 
1
 
2
ValueCountFrequency (%) 
099899.8%
 
120.2%
 
2021-08-13T14:57:21.257109image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

OriginalCT
Categorical

Distinct11
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
NoMinorHom
620 
PolyHighResolution
274 
MonoHighResolution
 
57
Other
 
35
BBvarianceX
 
3
Other values (6)
 
11
ValueCountFrequency (%) 
NoMinorHom62062.0%
 
PolyHighResolution27427.4%
 
MonoHighResolution575.7%
 
Other353.5%
 
BBvarianceX30.3%
 
OTV30.3%
 
CallRateBelowThreshold30.3%
 
AAvarianceX20.2%
 
ABvarianceY10.1%
 
BBvarianceY10.1%
 
2021-08-13T14:57:21.345734image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique3 ?
Unique (%)0.3%
2021-08-13T14:57:21.479829image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length22
Median length10
Mean length12.496
Min length3

ordered_alleles
Categorical

Distinct14
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Memory size7.8 KiB
T/C
399 
A/G
365 
A/C
96 
T/G
80 
C/G
43 
Other values (9)
 
17
ValueCountFrequency (%) 
T/C39939.9%
 
A/G36536.5%
 
A/C969.6%
 
T/G808.0%
 
C/G434.3%
 
A/T70.7%
 
-/AG20.2%
 
-/C20.2%
 
A/C/T10.1%
 
-/TCTA10.1%
 
Other values (4)40.4%
 
2021-08-13T14:57:21.650892image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Frequencies of value counts

Unique

Unique6 ?
Unique (%)0.6%
2021-08-13T14:57:21.854106image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length3
Mean length3.01
Min length3

Interactions

2021-08-13T14:53:20.864462image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:20.980284image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:21.236670image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.361510image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.479491image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.612573image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.725618image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.847514image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:21.973030image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.107262image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.256783image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.438809image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.573487image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.714936image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.832670image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:22.940146image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.060356image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.190841image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.363942image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.521414image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.655002image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.784137image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:23.915303image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.037588image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.168416image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.300991image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.426995image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.577185image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.718536image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:24.879313image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:25.024664image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.111777image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.306206image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.443622image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.564164image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.697607image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.828460image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:29.963401image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:30.091512image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:30.220239image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:30.716566image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:30.847833image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:30.983294image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.132225image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.265047image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.380176image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.495351image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.612647image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.730573image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.854433image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:31.992798image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.116726image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.254267image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.380781image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.514341image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.633100image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.759150image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:32.887669image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:33.012912image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:33.166904image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:33.565479image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:35.205199image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:35.338330image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:35.469085image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:35.605854image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:35.767984image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:35.945129image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.086378image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.215005image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.366034image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.490727image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.625449image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.748965image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:36.882550image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.007560image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.127086image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.248196image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.401113image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.533797image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.676001image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.828458image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:37.985439image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.144301image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.312420image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.451053image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.623989image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.765073image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:38.892878image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.023022image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.197968image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.387526image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.530517image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.665895image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.785905image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:39.909136image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:40.036948image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:40.157508image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:40.291113image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:40.417091image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:40.899061image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.084753image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.246819image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.403630image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.613546image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.768244image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:41.945271image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:42.161972image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:42.351902image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:42.500788image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:42.621698image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:42.865702image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:45.895675image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:46.560810image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:46.688603image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:46.817517image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:46.944785image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:47.070988image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:47.575905image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:47.876504image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:47.998969image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:53:48.132574image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:48.395552image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:53:49.042221image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
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2021-08-13T14:56:20.753997image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:20.891794image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.002074image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.113991image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.223413image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.354833image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.506129image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.647663image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.775266image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:21.885746image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.012760image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.195285image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.332485image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.468113image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.600869image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.746149image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:22.903127image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.025532image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.147667image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.294108image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.447599image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.606945image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.741754image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:23.940603image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:24.169331image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:24.361194image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:24.528905image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:24.709342image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:24.881210image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.079570image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.267932image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.482340image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.624686image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.752002image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:25.874966image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.013741image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.211493image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.352090image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.499784image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.657697image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:26.945621image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.122043image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.272059image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.441527image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.568472image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.766012image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:27.963832image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:28.170566image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:28.397470image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:28.612577image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:28.804970image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:29.006082image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:29.204722image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:29.422016image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:29.620703image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:29.841508image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:30.047583image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:30.295611image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:30.502537image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:30.695876image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:30.893004image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:31.091418image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:31.294736image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:31.495492image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:31.699605image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:31.899547image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.097721image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.277026image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.391916image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.505477image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.615553image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.742507image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:32.880029image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:33.068752image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:33.285199image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:33.464841image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:33.672003image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:33.890000image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.046445image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.181882image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.314794image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.447586image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.613805image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:34.816813image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.025308image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.230292image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.458280image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.688284image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.841833image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:35.974350image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:36.114479image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:36.262567image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:36.471581image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:36.697004image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:36.868632image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.006057image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.139691image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.278038image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.453106image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.609057image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.733176image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.856254image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:37.981896image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.106364image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.317196image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.455289image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.582816image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.722453image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:38.877478image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Correlations

2021-08-13T14:57:22.298407image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2021-08-13T14:57:25.095412image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2021-08-13T14:57:29.335354image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2021-08-13T14:57:31.745417image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2021-08-13T14:56:39.907598image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:48.651555image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:53.455731image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/
2021-08-13T14:56:57.222637image/svg+xmlMatplotlib v3.3.4, https://matplotlib.org/

Sample

First rows

df_indexprobeset_idaffy_snp_idmulti_snp_idCRFLDHomFLDHomFLD_hapHetSOHomROHomRO_hapnMinorAlleleNclusn_AAn_ABn_BBn_An_Bn_CN0n_NChemizygousspecialSNP_chrgender_metricsConversionTypeCopyNumIssueBestProbesetBestandRecommendedHomHetAA.meanXAA.meanYAA.varXAA.varYAB.meanXAB.meanYAB.varXAB.varYBB.meanXBB.meanYBB.varXBB.varYA.meanXA.meanYB.meanXB.meanYCN0.meanXCN0.meanYNC.meanXNC.meanYAA.varX.ZAA.varY.ZAB.varX.ZAB.varY.ZBB.varX.ZBB.varY.ZMMDMinorAlleleFrequencyH.W.p-ValueH.W.chisquared.statisticnSamplesnCallscount_ma_Acount_ma_Bcount_ma_Ccount_ma_Dcount_ma_Ecount_ma_FnAllelesTestednAllelesDetectedNHetClusnMajorAllelesmaxMinorAllelenMinorAllelesMAFallMAFmaxHomCountMajorHomCountMinorHomCountHetCountHomMMAFLD_MAMinFLD_MAHomFLD_MAHetSO_MAHomRO_MAmultiallelicOriginalCTordered_alleles
0214548AX-149356906Affx-32463061NaN99.63777.8307NaNNaN0.28731.8374NaN3.02272.03.00.00.00.00.010autosomalallNoMinorHom0.0111.01.837410.52970.24950.1561-0.161410.78240.03000.0300-2.162010.46050.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00551.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomA/G
1235691AX-149760251Affx-59574720NaN100.00006.7243NaNNaN0.37581.4220NaN6.020.06.0270.00.00.00.000autosomalallNoMinorHom0.0111.02.63139.97770.03000.03000.684610.27640.14960.1648-1.42209.81710.31820.2251NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01091.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomT/C
2358684AX-152896210Affx-57988076NaN100.00006.1871NaNNaN0.31182.2351NaN4.02272.04.00.00.00.00.000autosomalallNoMinorHom0.0111.02.23519.66900.34580.23820.06939.95490.03000.0300-2.07329.61740.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00721.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomT/C
3161703AX-13979093Affx-20241698NaN99.27546.2637NaNNaN0.54112.6946NaN2.02272.02.00.00.00.00.020autosomalallNoMinorHom0.0111.02.69469.89570.38210.21070.336210.54280.03000.0300-1.484610.08350.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00361.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomT/C
471829AX-12838982Affx-11012843NaN100.00005.8555NaNNaN0.21341.3075NaN8.020.08.0268.00.00.00.000autosomalallNoMinorHom0.0111.02.642210.18010.03000.03000.591910.38670.13100.1240-1.307510.16690.33110.2444NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01451.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomT/C
5145349AX-13752508Affx-18466958NaN100.00007.3757NaNNaN0.25271.9393NaN11.020.011.0265.00.00.00.000autosomalallNoMinorHom0.0111.02.058710.15550.03000.03000.056810.38880.27790.1126-1.939310.11660.27220.2096NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01991.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomT/C
658954AX-12543022Affx-22602506NaN100.00006.4879NaNNaN0.32752.9111NaN8.02268.08.00.00.00.00.000autosomalallNoMinorHom0.0111.02.91119.91110.36110.23640.619810.30530.12350.2020-1.234610.03180.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01451.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomA/G
7373551AX-153495347Affx-78754779NaN100.00007.2495NaNNaN0.44263.0787NaN13.02263.013.00.00.00.00.000autosomalallNoMinorHom0.0111.03.07879.81310.36910.21410.478910.36790.16470.0916-1.22129.99850.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.02361.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHom-/C
8284667AX-150591805Affx-55457205NaN99.63776.8932NaNNaN0.64792.3971NaN2.020.02.0273.00.00.00.010autosomalallNoMinorHom0.0111.01.918110.09380.03000.03000.233410.65110.03000.0300-2.39719.86200.38810.3451NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.00361.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomA/G
9776610AX-42594273Affx-33578328NaN100.00007.7429NaNNaN0.58502.4516NaN6.02270.06.00.00.00.00.000autosomalallNoMinorHom0.0111.02.45169.69160.34430.1918-0.161310.43630.17000.0300-1.85489.95490.03000.0300NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0.01091.0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN0NoMinorHomA/G

Last rows

df_indexprobeset_idaffy_snp_idmulti_snp_idCRFLDHomFLDHomFLD_hapHetSOHomROHomRO_hapnMinorAlleleNclusn_AAn_ABn_BBn_An_Bn_CN0n_NChemizygousspecialSNP_chrgender_metricsConversionTypeCopyNumIssueBestProbesetBestandRecommendedHomHetAA.meanXAA.meanYAA.varXAA.varYAB.meanXAB.meanYAB.varXAB.varYBB.meanXBB.meanYBB.varXBB.varYA.meanXA.meanYB.meanXB.meanYCN0.meanXCN0.meanYNC.meanXNC.meanYAA.varX.ZAA.varY.ZAB.varX.ZAB.varY.ZBB.varX.ZBB.varY.ZMMDMinorAlleleFrequencyH.W.p-ValueH.W.chisquared.statisticnSamplesnCallscount_ma_Acount_ma_Bcount_ma_Ccount_ma_Dcount_ma_Ecount_ma_FnAllelesTestednAllelesDetectedNHetClusnMajorAllelesmaxMinorAllelenMinorAllelesMAFallMAFmaxHomCountMajorHomCountMinorHomCountHetCountHomMMAFLD_MAMinFLD_MAHomFLD_MAHetSO_MAHomRO_MAmultiallelicOriginalCTordered_alleles
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